Graph and download economic data for Reverse Repurchase Agreements: Total Securities Sold by the Federal Reserve in the Temporary Open Market Operations (RRPTTLD) from 2003-02-07 to 2025-12-01 about reverse repos, trade, securities, sales, and USA.

It is commonly believed that the Fed's ability to control the federal funds rate stems from its ability to alter the supply of liquidity in the overnight market through open market operations. This paper uses daily data compiled by the author from the records of the Trading Desk of the Federal Reserve Bank of New York over the period March 1, 1984, through December 31, 1996. The author analyzes the Desk's use of its operating procedure in implementing monetary policy and the extent to which open market operations affect the federal funds rate-- the liquidity effect. The author finds that the operating procedure was used to guide daily open market operations. However, there is little evidence of a liquidity effect at the daily frequency and even less evidence at lower frequencies. Consistent with the absence of a liquidity effect, open market operations appear to be a relatively unimportant source of liquidity to the federal funds market.

Graph and download economic data for Reverse Repurchase Agreements: Treasury Securities Sold by the Federal Reserve in the Temporary Open Market Operations (RRPTSYD) from 2003-02-07 to 2025-12-01 about reverse repos, trade, Treasury, securities, sales, and USA.

United States - Overnight Reverse Repurchase Agreements: Treasury Securities Sold by the Federal Reserve in the Temporary Open Market Operations was 5.88600 Bil. of US $ in November of 2025, according to the United States Federal Reserve. Historically, United States - Overnight Reverse Repurchase Agreements: Treasury Securities Sold by the Federal Reserve in the Temporary Open Market Operations reached a record high of 2553.71600 in December of 2022 and a record low of 0.00000 in November of 2019. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Overnight Reverse Repurchase Agreements: Treasury Securities Sold by the Federal Reserve in the Temporary Open Market Operations - last updated from the United States Federal Reserve on November of 2025.

United States - Overnight Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations was 0.00000 Bil. of US $ in May of 2025, according to the United States Federal Reserve. Historically, United States - Overnight Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations reached a record high of 100.80000 in March of 2020 and a record low of 0.00000 in May of 2000. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Overnight Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations - last updated from the United States Federal Reserve on November of 2025.

United States - Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations was 5.00000 Bil. of US $ in October of 2025, according to the United States Federal Reserve. Historically, United States - Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations reached a record high of 145.47400 in March of 2020 and a record low of 0.00000 in March of 2000. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Repurchase Agreements: Treasury Securities Purchased by the Federal Reserve in the Temporary Open Market Operations - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Overnight Reverse Repurchase Agreements: Treasury Securities Sold by the Federal Reserve in the Temporary Open Market Operations (RRPONTSYD) from 2003-02-07 to 2025-12-02 about reverse repos, overnight, trade, Treasury, securities, sales, and USA.

The interest rate set by the Federal Reserve is a crucial tool for promoting economic conditions that meet the mandate established by the United States Congress, which includes high employment, low and stable inflation, sustainable economic growth, and the moderation of long-term interest rates. The interest rates determined by the Fed directly influence the cost of credit, making financing either more accessible or more restrictive. When interest rates are low, there is a greater incentive for consumers to purchase homes through mortgages, finance automobiles, or undertake home renovations. Additionally, businesses are encouraged to invest in expanding their operations, whether by purchasing new equipment, modernizing facilities, or hiring more workers. Conversely, higher interest rates tend to curb such activity, discouraging borrowing and slowing economic expansion.

The dataset analyzed contains information on the economic conditions in the United States on a monthly basis since 1954, including the federal funds rate, which represents the percentage at which financial institutions trade reserves held at the Federal Reserve with each other in the interbank market overnight. This rate is determined by the market but is directly influenced by the Federal Reserve through open market operations to reach the established target. The Federal Open Market Committee (FOMC) meets eight times a year to determine the federal funds rate target, which has been defined within a range with upper and lower limits since December 2008.

Furthermore, real Gross Domestic Product (GDP) is calculated based on the seasonally adjusted quarterly rate of change in the economy, using chained 2009 dollars as a reference. The unemployment rate represents the seasonally adjusted percentage of the labor force that is unemployed. Meanwhile, the inflation rate is determined by the monthly change in the Consumer Price Index, excluding food and energy prices for a more stable analysis of core inflation.

The interest rate data was sourced from the Federal Reserve Bank of St. Louis' economic data portal, while GDP information was provided by the U.S. Bureau of Economic Analysis, and unemployment and inflation data were made available by the U.S. Bureau of Labor Statistics.

The analysis of this data helps to understand how economic growth, the unemployment rate, and inflation influence the Federal Reserve’s monetary policy decisions. Additionally, it allows for a study of the evolution of interest rate policies over time and raises the question of how predictable the Fed’s future decisions may be. Based on observed trends, it is possible to speculate whether the target range set in March 2017 will be maintained, lowered, or increased, considering the prevailing economic context and the challenges faced in conducting U.S. monetary policy.

Context

The Federal Reserve sets interest rates to promote conditions that achieve the mandate set by the Congress — high employment, low and stable inflation, sustainable economic growth, and moderate long-term interest rates. Interest rates set by the Fed directly influence the cost of borrowing money. Lower interest rates encourage more people to obtain a mortgage for a new home or to borrow money for an automobile or for home improvement. Lower rates encourage businesses to borrow funds to invest in expansion such as purchasing new equipment, updating plants, or hiring more workers. Higher interest rates restrain such borrowing by consumers and businesses.

Content

This dataset includes data on the economic conditions in the United States on a monthly basis since 1954. The federal funds rate is the interest rate at which depository institutions trade federal funds (balances held at Federal Reserve Banks) with each other overnight. The rate that the borrowing institution pays to the lending institution is determined between the two banks; the weighted average rate for all of these types of negotiations is called the effective federal funds rate. The effective federal funds rate is determined by the market but is influenced by the Federal Reserve through open market operations to reach the federal funds rate target. The Federal Open Market Committee (FOMC) meets eight times a year to determine the federal funds target rate; the target rate transitioned to a target range with an upper and lower limit in December 2008. The real gross domestic product is calculated as the seasonally adjusted quarterly rate of change in the gross domestic product based on chained 2009 dollars. The unemployment rate represents the number of unemployed as a seasonally adjusted percentage of the labor force. The inflation rate reflects the monthly change in the Consumer Price Index of products excluding food and energy.

Acknowledgements

The interest rate data was published by the Federal Reserve Bank of St. Louis' economic data portal. The gross domestic product data was provided by the US Bureau of Economic Analysis; the unemployment and consumer price index data was provided by the US Bureau of Labor Statistics.

Inspiration

How does economic growth, unemployment, and inflation impact the Federal Reserve's interest rates decisions? How has the interest rate policy changed over time? Can you predict the Federal Reserve's next decision? Will the target range set in March 2017 be increased, decreased, or remain the same?

United States - Term Repurchase Agreements: Mortgage-Backed Securities Purchased by the Federal Reserve in the Temporary Open Market Operations was 0.02100 Bil. of US $ in August of 2025, according to the United States Federal Reserve. Historically, United States - Term Repurchase Agreements: Mortgage-Backed Securities Purchased by the Federal Reserve in the Temporary Open Market Operations reached a record high of 36.50000 in June of 2020 and a record low of 0.00000 in February of 2000. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Term Repurchase Agreements: Mortgage-Backed Securities Purchased by the Federal Reserve in the Temporary Open Market Operations - last updated from the United States Federal Reserve on November of 2025.

The weekly average value of mortgage-backed securities held by Federal Reserve Banks in the United States decreased in the second half of 2022 and the first half of 2023, after a period of sharp increase in 2020 and 2021. As of ************, the weekly average value of mortgage-backed securities held by the Federal Reserve amounted to roughly **** trillion U.S. dollars.

The Federal Reserve's balance sheet has undergone significant changes since 2007, reflecting its response to major economic crises. From a modest *** trillion U.S. dollars at the end of 2007, it ballooned to approximately **** trillion U.S. dollars by October 29, 2025. This dramatic expansion, particularly during the 2008 financial crisis and the COVID-19 pandemic—both of which resulted in negative annual GDP growth in the U.S.—showcases the Fed's crucial role in stabilizing the economy through expansionary monetary policies. Impact on inflation and interest rates The Fed's expansionary measures, while aimed at stimulating economic growth, have had notable effects on inflation and interest rates. Following the quantitative easing in 2020, inflation in the United States reached ***** percent in 2022, the highest since 1991. However, by August 2025, inflation had declined to *** percent. Concurrently, the Federal Reserve implemented a series of interest rate hikes, with the rate peaking at **** percent in August 2023, before the first rate cut since September 2021 occurred in September 2024. Financial implications for the Federal Reserve The expansion of the Fed's balance sheet and subsequent interest rate hikes have had significant financial implications. In 2024, the Fed reported a negative net income of ***** billion U.S. dollars, a stark contrast to the ***** billion U.S. dollars profit in 2022. This unprecedented shift was primarily due to rapidly rising interest rates, which caused the Fed's interest expenses to soar to over *** billion U.S. dollars in 2023. Despite this, the Fed's net interest income on securities acquired through open market operations reached a record high of ****** billion U.S. dollars in the same year.

Graph and download economic data for Repurchase Agreements: Federal Agency Securities Purchased by the Federal Reserve in the Temporary Open Market Operations (RPAGYD) from 2000-01-03 to 2025-11-07 about repurchase agreements, agency, purchase, trade, securities, federal, and USA.

United States - Overnight Reverse Repurchase Agreements: Total Securities Sold by the Federal Reserve in the Temporary Open Market Operations was 3.24000 Bil. of US $ in December of 2025, according to the United States Federal Reserve. Historically, United States - Overnight Reverse Repurchase Agreements: Total Securities Sold by the Federal Reserve in the Temporary Open Market Operations reached a record high of 2553.71600 in December of 2022 and a record low of 0.00000 in November of 2019. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Overnight Reverse Repurchase Agreements: Total Securities Sold by the Federal Reserve in the Temporary Open Market Operations - last updated from the United States Federal Reserve on December of 2025.

The Federal Reserve's net interest income on securities acquired through open market operations totaled ****** billion U.S. dollars in 2024, marking a decrease of approximately ** billion U.S. dollars compared to the previous year, when net interest income peaked. The net interest income of FDIC-insured commercial banks also reached a peak in 2023.

The Federal Reserve implements its monetary policy by using open market operations in United States government securities to target the federal funds rate. A substantial decline in the stock of United States Treasury debt could interfere with the conduct of monetary policy, possibly forcing the Fed to rely more heavily on discount window lending or to conduct open market transactions in other types of securities. Either choice would cause the implementation of monetary policy to resemble the methods used by the Fed before World War II. This paper describes two things: (1) how the Fed implemented monetary policy before the war and (2) the conflicts that arose within the Fed over the allocation of private-sector credit when discount window loans and Fed purchases of private securities were a substantial component of Federal Reserve credit. Those conflicts help explain the Fed's failure to respond vigorously to the Great Depression. The experience suggests that a renewed reliance on the discount window or on open market operations in securities other than those issued by the United States Treasury could hamper the conduct of monetary policy if it leads to increased pressure on the Fed to affect the allocation of credit.

🏛️ Federal Reserve Document Scraper

1. Dataset description

This repository contains code for downloading and organizing Federal Reserve documents from the official Federal Reserve Board website.

These files were used as part of my NLP project. While collecting data, my data collection code is inspired by centralbank_analysis by yukit-k. However, that implementation had some limitations:

❌ Incomplete handling of newer HTML structures on the Fed website

❌ No support for Greenbook/Tealbook files

❌ File naming and folder structure not ideal for downstream processing

❌ No handling of failed downloads or noisy formatting

So I made som key Improvements:

✅ Supports both Greenbook and Minutes. You can choose which type to download

✅ Automatic directory organization. Files are saved using a consistent format as:

FOMC_[document type]_YYYY-MM-DD

✅ Duplicate check & resume support: Prevents redundant downloads and handles broken links gracefully

✅ Modular and extensible codebase Easy to extend for other Fed documents (e.g., SEP, transcripts)

2. Data detail

This repository contains modules for downloading and processing various official publications of the Federal Open Market Committee (FOMC). These documents, produced and released by the Federal Reserve, provide detailed insight into U.S. monetary policy formation, communication, and economic analysis over time.

Below is a reference guide to the major FOMC document types represented in this repository.

📅 FomcAgenda.py – Meeting Agendas

Agendas are created by the FOMC Secretariat in coordination with the Chair and outline the topics of discussion for each meeting, including standard items (e.g., open market operations, economic outlook) and special topics. Participants receive the agenda about one week in advance.

📄 FomcStatement.py – Policy Statements

FOMC statements are brief summaries of monetary policy decisions released immediately after each meeting. These statements have become a key communication tool since 1994 and are now issued after every scheduled meeting, even if policy remains unchanged.

📝 FomcMinutes.py – Meeting Minutes

Minutes provide a concise, narrative summary of policy discussions and rationales. Since 2004, they are released three weeks after each meeting. The minutes include details on voting outcomes and dissenting views, and are eventually included in the Fed’s Annual Report.

🧾 FomcPresConfScript.py – Press Conference Transcripts

Beginning in 2011, the Fed Chair has held press conferences following certain FOMC meetings. These transcripts document the Chair’s remarks and responses to journalists, offering additional context and forward guidance. Released shortly after the meeting.

🗣️ FomcMeetingScript.py – Meeting Transcripts

Verbatim transcripts of FOMC meetings, produced from audio recordings and lightly edited for readability. They are released with a 5-year delay. For meetings prior to 1994, transcripts were reconstructed from raw records and may contain transcription uncertainties.

📚 FomcGreenbook.py – Greenbook (1964–2010)

The Greenbook, officially titled Current Economic and Financial Conditions, was prepared by Board staff and delivered to FOMC members six days before each meeting. It provided forecasts, data analyses, and economic outlooks.

Part 1: Summary and forecast

Part 2: Detailed breakdowns

Supplement: Late-breaking updates

📘 FomcBlueBook.py – Bluebook (1965–2010)

The Bluebook, titled Monetary Policy Alternatives, outlined potential policy options and risks. It was distributed shortly after the Greenbook and informed FOMC decisions. The document evolved from earlier versions like Money Market and Reserve Relationships.

🧠 FomcTealbook.py – Tealbook (2010–Present)

The Tealbook replaced both the Greenbook and Bluebook in June 2010. It is split into two parts:

Tealbook A: Current Situation and Outlook — Forecasts and financial developments

Tealbook B: Strategies and Alternatives — Policy options and simulations

Both are released with a 5-year lag.

📙 FomcBeigeBook.py – Beige Book

The Beige Book, published eight times a year, summarizes anecdotal economic conditions across the 12 Federal Reserve Districts. Based on business surveys, interviews, and internal reports, it is released ~two weeks before each meeting.

🧾 FomcTestimony.py – Testimony before Congress

This includes the Chair’s Semiannual Monetary Policy Report to Congress and other testimonies. These communications explain the Fed’s outlook and policies directly to lawmakers and the public.

📚 References

Federal Reserve – FOMC Archive

Wikipedia – Federal Open Market Committee

The 'NY Fed Treasury Purchases 2.25 to 4.5 yrs' refers to the Federal Reserve Bank of New York's open market operations where it buys U.S. Treasury securities with maturities between 2.25 and 4.5 years.

The 'NY Fed Treasury Purchases 2.25 to 4.5 yrs' refers to the Federal Reserve Bank of New York's open market operations where it buys U.S. Treasury securities with maturities between 2.25 and 4.5 years.-2024-09-09

Content

Reverse repurchase agreements are transactions in which securities are sold to a set of counterparties under an agreement to buy them back from the same party on a specified date at the same price plus interest. Reverse repurchase agreements may be conducted with foreign official and international accounts as a service to the holders of these accounts. All other reverse repurchase agreements, including transactions with primary dealers and a set of eligible money market funds, are open market operations intended to manage the supply of reserve balances; reverse repurchase agreements absorb reserve balances from the banking system for the length of the agreement. As with repurchase agreements, the naming convention used here reflects the transaction from the counterparties' perspective; the Federal Reserve receives cash in a reverse repurchase agreement and provides collateral to the counterparties.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

• Observation Start: 2002-12-18

• Observation End : 2019-12-18

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Cover photo by Andrew Pons on Unsplash
Unsplash Images are distributed under a unique Unsplash License.